Journal of Spectroscopy / 2017 / Article / Tab 6

Research Article

Rancidity Estimation of Perilla Seed Oil by Using Near-Infrared Spectroscopy and Multivariate Analysis Techniques

Table 6

Performance of ANN models for peroxide value predictions.

NodesTrainingValidationTest
2RMSEElapsed time (sec)2RMSEElapsed time (sec)2RMSEElapsed time (sec)

500.84391.576010.82661.928210.64582.17101
700.93880.986210.83041.626210.81402.08831
900.92101.198610.93410.980610.82861.58671
1100.91951.122020.82241.858820.81591.73792

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